Výsledky vyhľadávania - 1166- Advances of machine learning in data analytics and visual information processing*

Advances of machine learning in data analytics and visual information processing

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A leader Harris hawks optimization for 2-D Masi entropy-based multilevel image thresholding Autor Naik, Manoj Kumar, Panda, Rutuparna, Wunnava, Aneesh, Jena, Bibekananda, Abraham, Ajith

“… Nevertheless, 1-D Masi entropy is quite new in the thresholding application. However, the 1-D Masi entropy-based image thresholding fails to consider the contextual information…”
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Hybrid deep learning approaches for smartphone sensor-based human activity recognition Autor Ghate, Vasundhara, C, Sweetlin Hemalatha

“… (Activities of Daily Living). Various Machine Learning, Deep learning and hybrid models have been proposed and implemented for HAR…”
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Image-based wheat grain classification using convolutional neural network Autor Lingwal, Surabhi, Bhatia, Komal Kumar, Tomer, Manjeet Singh

“… the grains based upon specific end products, demand, and prices of individual variety. The growth of Machine Learning and Computer Vision in agriculture, facilitate…”
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Visual Analytics For Machine Learning: A Data Perspective Survey Autor Wang, Junpeng, Liu, Shixia, Zhang, Wei

“…) to interpret machine learning (ML) models. The corresponding research topic, VIS4ML, keeps growing at a fast pace…”
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Visual Analytics for Machine Learning: A Data Perspective Survey Autor Wang, Junpeng, Liu, Shixia, Zhang, Wei

“…) to interpret machine learning (ML) models. The corresponding research topic, VIS4ML, keeps growing at a fast pace…”
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Visual Analytics and Interactive Machine Learning for Human Brain Data Autor Li, Huang

“… It mainly consists of two parts: multi-modal data visualization and interactive machine learning.For multi-modal data visualization, a major challenge is how to…”
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Oppositional salp swarm algorithm with mutation operator for global optimization and application in training higher order neural networks Autor Panda, Nibedan, Majhi, Santosh Kumar

“… Two techniques such as normal distributed mutation operator and oppositional learning…”
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Binary dense sift flow based two stream CNN for human action recognition Autor Park, Sang Kyoo, Chung, Jun Ho, Kang, Tae Koo, Lim, Myo Taeg

“…Two-stream CNN is a widely-used network for human action recognition. Two-stream CNN consists of a spatial stream and a temporal stream. The spatial stream,…”
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Color-UNet++: A resolution for colorization of grayscale images using improved UNet Autor Di, Yide, Zhu, Xiaoke, Jin, Xin, Dou, Qiwei, Zhou, Wei, Duan, Qing

“…Colorization is the computer-assisted application of color to a gray scale image, which presents two problems to modern deep learning-based approaches…”
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SAS Visual Data Mining, Machine Learning Propels Powerful Self-Learning Analytics

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Handwriting-based gender and handedness classification using convolutional neural networks Autor Rahmanian, Mina, Shayegan, Mohammad Amin

“… Two databases, IAM (English texts) and KHATT (Arabic texts) have been employed in this study…”
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Chapter 1 - Advances in Machine Learning and Data Analytics Autor Hasmat Malik, Nuzhat Fatema, Atif Iqbal

“… Data statistics and computational analysis are the subset of ML. The data analytics is a process of analyzing, cleaning, transforming, and modeling the data with respect to the useful information…”
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Advances and opportunities in machine learning for process data analytics Autor Qin, S. Joe, Chiang, Leo H.

“… We give three attributes for process data analytics to make machine learning techniques applicable in the process industries…”
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An encoder-decoder based framework for hindi image caption generation Autor Singh, Alok, Singh, Thoudam Doren, Bandyopadhyay, Sivaji

“… The present work attempt to address the problem of Hindi image caption generation using Hindi Visual genome dataset…”
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A CNN-LSTM based ensemble framework for in-air handwritten Assamese character recognition Autor Choudhury, Ananya, Sarma, Kandarpa Kumar

“…In-air handwriting is a contemporary human computer interaction (HCI) technique which enables users to write and communicate in free space in a simple and…”
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Using MDS preference plot as visual analytics of data: A machine learning approach Autor Zhang, Yan, Ding, Cody

“… MDS preference plot is not a new visual technique; nevertheless, its application to visualize individual differences in variables for high-dimensional data is rare, particularly in education and social sciences…”
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Data-driven Analysis of Product State Propagation in Manufacturing Systems Using Visual Analytics and Machine Learning Autor Filz, Marc-André, Gellrich, Sebastian, Herrmann, Christoph, Thiede, Sebastian

“… cause-effect relationships. Based on their intermediate product features, machine learning algorithms assign products to classes of similar characteristics…”
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ESI Group: Acquisition of Mineset Inc., a Big Data Visual Analytics and Machine-Learning Specialist

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ESI Group: Acquisition of Mineset Inc., a Big Data Visual Analytics and Machine-Learning Specialist

“…Significantly improving decision-making processes, big data analytics, pattern recognition and machine-learning technology will enhance ESI Group's solutions with new capabilities in terms…”
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